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Research Article

Human genome–guided identification of memory-modulating drugs

Andreas Papassotiropoulos, Christiane Gerhards, Angela Heck, Sandra Ackermann, Amanda Aerni, Nathalie Schicktanz, Bianca Auschra, Philippe Demougin, Eva Mumme, Thomas Elbert, Verena Ertl, Leo Gschwind, Edveena Hanser, Kim-Dung Huynh, Frank Jessen, Iris-Tatjana Kolassa, Annette Milnik, Paolo Paganetti, Klara Spalek, Christian Vogler, Andreas Muhs, Andrea Pfeifer, and Dominique J.-F. de Quervain
PNAS first published October 21, 2013; https://doi.org/10.1073/pnas.1314478110
Andreas Papassotiropoulos
aDepartment of Psychology, Division of Molecular Neuroscience,
bPsychiatric University Clinics,
cTransfaculty Research Platform,
dDepartment Biozentrum, Life Sciences Training Facility, and
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  • For correspondence: andreas.papas@unibas.ch dominique.dequervain@unibas.ch
Christiane Gerhards
eDepartment of Psychology, Division of Cognitive Neuroscience, University of Basel, 4055 Basel, Switzerland;
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Angela Heck
aDepartment of Psychology, Division of Molecular Neuroscience,
bPsychiatric University Clinics,
cTransfaculty Research Platform,
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Sandra Ackermann
aDepartment of Psychology, Division of Molecular Neuroscience,
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Amanda Aerni
bPsychiatric University Clinics,
eDepartment of Psychology, Division of Cognitive Neuroscience, University of Basel, 4055 Basel, Switzerland;
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Nathalie Schicktanz
bPsychiatric University Clinics,
eDepartment of Psychology, Division of Cognitive Neuroscience, University of Basel, 4055 Basel, Switzerland;
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Bianca Auschra
aDepartment of Psychology, Division of Molecular Neuroscience,
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Philippe Demougin
aDepartment of Psychology, Division of Molecular Neuroscience,
dDepartment Biozentrum, Life Sciences Training Facility, and
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Eva Mumme
eDepartment of Psychology, Division of Cognitive Neuroscience, University of Basel, 4055 Basel, Switzerland;
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Thomas Elbert
fClinical Psychology and Neuropsychology, University of Konstanz, 78464 Konstanz, Germany;
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Verena Ertl
fClinical Psychology and Neuropsychology, University of Konstanz, 78464 Konstanz, Germany;
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Leo Gschwind
aDepartment of Psychology, Division of Molecular Neuroscience,
eDepartment of Psychology, Division of Cognitive Neuroscience, University of Basel, 4055 Basel, Switzerland;
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Edveena Hanser
aDepartment of Psychology, Division of Molecular Neuroscience,
dDepartment Biozentrum, Life Sciences Training Facility, and
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Kim-Dung Huynh
aDepartment of Psychology, Division of Molecular Neuroscience,
dDepartment Biozentrum, Life Sciences Training Facility, and
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Frank Jessen
gDepartment of Psychiatry and Psychotherapy, University of Bonn Medical School, 53113 Bonn, Germany;
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Iris-Tatjana Kolassa
fClinical Psychology and Neuropsychology, University of Konstanz, 78464 Konstanz, Germany;
hClinical and Biological Psychology, Institute for Psychology and Education, University of Ulm, 89081 Ulm, Germany;
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Annette Milnik
aDepartment of Psychology, Division of Molecular Neuroscience,
iDepartment of Neurology, University of Magdeburg, 39120 Magdeburg, Germany; and
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Paolo Paganetti
jACImmune SA, 1015 Lausanne, Switzerland
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Klara Spalek
eDepartment of Psychology, Division of Cognitive Neuroscience, University of Basel, 4055 Basel, Switzerland;
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Christian Vogler
aDepartment of Psychology, Division of Molecular Neuroscience,
bPsychiatric University Clinics,
cTransfaculty Research Platform,
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Andreas Muhs
jACImmune SA, 1015 Lausanne, Switzerland
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Andrea Pfeifer
jACImmune SA, 1015 Lausanne, Switzerland
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Dominique J.-F. de Quervain
bPsychiatric University Clinics,
cTransfaculty Research Platform,
eDepartment of Psychology, Division of Cognitive Neuroscience, University of Basel, 4055 Basel, Switzerland;
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  • For correspondence: andreas.papas@unibas.ch dominique.dequervain@unibas.ch
  1. Edited* by James L. McGaugh, University of California, Irvine, CA, and approved September 27, 2013 (received for review August 6, 2013)

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Significance

In the last decade there has been an exponential increase in knowledge about the genetic basis of complex human traits. It is not clear, however, to what extent this knowledge can be used as a starting point for drug identification, one of the central hopes of the human genome project. Here, we report that by using genomic information related to aversive memory—a trait central to posttraumatic stress disorder—we identified several potential drug targets and compounds. In a subsequent pharmacological study with one of the identified compounds, we found a drug-induced reduction of aversive memory. These findings indicate that genomic information can be used as a starting point for the identification of memory-modulating compounds.

Abstract

In the last decade there has been an exponential increase in knowledge about the genetic basis of complex human traits, including neuropsychiatric disorders. It is not clear, however, to what extent this knowledge can be used as a starting point for drug identification, one of the central hopes of the human genome project. The aim of the present study was to identify memory-modulating compounds through the use of human genetic information. We performed a multinational collaborative study, which included assessment of aversive memory—a trait central to posttraumatic stress disorder—and a gene-set analysis in healthy individuals. We identified 20 potential drug target genes in two genomewide-corrected gene sets: the neuroactive ligand–receptor interaction and the long-term depression gene set. In a subsequent double-blind, placebo-controlled study in healthy volunteers, we aimed at providing a proof of concept for the genome-guided identification of memory modulating compounds. Pharmacological intervention at the neuroactive ligand–receptor interaction gene set led to significant reduction of aversive memory. The findings demonstrate that genome information, along with appropriate data mining methodology, can be used as a starting point for the identification of memory-modulating compounds.

  • emotional memory
  • pharmacology
  • PTSD

Footnotes

  • ↵1To whom correspondence may be addressed. E-mail: andreas.papas{at}unibas.ch or dominique.dequervain{at}unibas.ch.
  • Author contributions: A. Papassotiropoulos, T.E., F.J., I.-T.K., P.P., A. Muhs, A. Pfeifer, and D.J.-F.d.Q. designed research; C.G., S.A., N.S.S., P.D., E.M., V.E., E.H., K.-D.H., and K.S. performed research; A. Papassotiropoulos, A.H., B.A., L.G., I.-T.K., A. Milnik, C.V., and D.J.-F.d.Q. analyzed data; A. Papassotiropoulos, C.G., A.H., S.A., A.A., N.S.S., B.A., P.D., E.M., T.E., V.E., L.G., E.H., K.-D.H., F.J., I.-T.K., A. Milnik, P.P., K.S., C.V., A. Muhs, A. Pfeifer, and D.J.-F.d.Q. wrote the paper.

  • Conflict of interest statement: The study was done in collaboration with and was partially funded by ACImmune SA, Lausanne, Switzerland. P.P., A. Muhs, and A. Pfeifer are employees of ACImmune. A. Papassotiropoulos is scientific consultant of ACImmune. ACImmune SA and University of Basel are coapplicants. A. Papassotiropoulos and D.J.-F.d.Q. are inventors of a patent related to the use of diphenhydramine as memory modulator.

  • ↵*This Direct Submission article had a prearranged editor.

  • This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1314478110/-/DCSupplemental.

Freely available online through the PNAS open access option.

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Human genome–guided identification of memory drugs
Andreas Papassotiropoulos, Christiane Gerhards, Angela Heck, Sandra Ackermann, Amanda Aerni, Nathalie Schicktanz, Bianca Auschra, Philippe Demougin, Eva Mumme, Thomas Elbert, Verena Ertl, Leo Gschwind, Edveena Hanser, Kim-Dung Huynh, Frank Jessen, Iris-Tatjana Kolassa, Annette Milnik, Paolo Paganetti, Klara Spalek, Christian Vogler, Andreas Muhs, Andrea Pfeifer, Dominique J.-F. de Quervain
Proceedings of the National Academy of Sciences Oct 2013, 201314478; DOI: 10.1073/pnas.1314478110

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Human genome–guided identification of memory drugs
Andreas Papassotiropoulos, Christiane Gerhards, Angela Heck, Sandra Ackermann, Amanda Aerni, Nathalie Schicktanz, Bianca Auschra, Philippe Demougin, Eva Mumme, Thomas Elbert, Verena Ertl, Leo Gschwind, Edveena Hanser, Kim-Dung Huynh, Frank Jessen, Iris-Tatjana Kolassa, Annette Milnik, Paolo Paganetti, Klara Spalek, Christian Vogler, Andreas Muhs, Andrea Pfeifer, Dominique J.-F. de Quervain
Proceedings of the National Academy of Sciences Oct 2013, 201314478; DOI: 10.1073/pnas.1314478110
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